THE EVOLUTION OF INFORMATION SYSTEMS ARCHITECTURE: AN AGENT-BASED SIMULATION MODEL

被引:44
|
作者
Haki, Kazem [1 ]
Beese, Jannis [2 ]
Aier, Stephan [1 ]
Winter, Robert [1 ]
机构
[1] Univ St Gallen, Inst Informat Management, Muller Friedberg Str 8, CH-9000 St Gallen, Switzerland
[2] SAP AG, Bahnstr 1, CH-8274 Tagwerwilen, Switzerland
基金
瑞士国家科学基金会;
关键词
Information systems architecture; complex adaptive systems; institutional theory; agent-based modeling; simulation; ENTERPRISE ARCHITECTURE; SOCIOTECHNICAL CHANGE; TECHNOLOGY; STRATEGY; ORGANIZATION; PERSPECTIVE; COMPLEXITY; MANAGEMENT; MICRO; RETHINKING;
D O I
10.25300/MISQ/2020/14494
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Understanding how information systems (IS) architecture evolves and what outcomes can be expected from the evolution of IS architecture presents a considerable challenge for both research and practice. The evolution of IS architecture is marked by management's efforts to keep local and short-term IS investments in line with enterprise-wide and long-term objectives, so they often employ coercive mechanisms to enforce enterprise-wide considerations on local actors. However, an organization is shaped by a multitude of heterogeneous local actors' actions that pursue their own, sometimes conflicting, goals, norms, and values. This study offers a theory-informed simulation model that explores how IS architecture evolves and with what outcomes in various types of organizations. The simulation model is informed by institutional theory to capture various types of organizations that are characterized by different combinations of coercive, normative, and mimetic pressures, and by complex adaptive systems theory to capture the emergent character of IS architecture's evolution. First, we outline the insights from simulation experiments. Then, building on the simulation model and theoretical insights, we discuss implications for both research and practice.
引用
收藏
页码:155 / 184
页数:30
相关论文
共 50 条
  • [1] Agent-based architecture for information handling in automation systems
    Pirttioja, T
    Seilonen, I
    Appelqvist, P
    Halme, A
    Koskinen, K
    [J]. EMERGING SOLUTIONS FOR FUTURE MANUFACTURING SYSTEMS, 2005, 159 : 73 - 80
  • [2] Spatial Agent-based Architecture Design Simulation Systems
    Kotov, Anatolii
    Starke, Rolf
    Vukorep, Ilija
    [J]. CO-CREATING THE FUTURE: INCLUSION IN AND THROUGH DESIGN, ECAADE 2022, VOL 2, 2022, : 105 - 112
  • [3] Model-Driven Architecture for agent-based systems
    Gracanin, D
    Singh, HL
    Bohner, SA
    Hinchey, MG
    [J]. FORMAL APPROACHES TO AGENT-BASED SYSTEMS, 2005, 3228 : 249 - 261
  • [4] Developing an agent-based simulation model of software evolution
    Ali, Shallaw Mohammed
    Doolan, Martina
    Wernick, Paul
    Wakelam, Ed
    [J]. INFORMATION AND SOFTWARE TECHNOLOGY, 2018, 96 : 126 - 140
  • [5] Agent-based simulation replication:: A model driven architecture approach
    Sansores, C
    Pavón, J
    [J]. MICAI 2005: ADVANCES IN ARTIFICIAL INTELLIGENCE, 2005, 3789 : 244 - 253
  • [6] Agent-based modeling and simulation in architecture
    Stieler, David
    Schwinn, Tobias
    Leder, Samuel
    Maierhofer, Mathias
    Kannenberg, Fabian
    Menges, Achim
    [J]. AUTOMATION IN CONSTRUCTION, 2022, 141
  • [7] An agent-based architecture for dialogue systems
    Buckley, Mark
    Benzmueller, Christoph
    [J]. PERSPECTIVES OF SYSTEMS INFORMATICS, 2007, 4378 : 135 - +
  • [8] The Evolution of the Land Development Industry: An Agent-Based Simulation Model
    Almagor, Jonatan
    Benenson, Itzhak
    Czamanski, Daniel
    [J]. TRENDS IN SPATIAL ANALYSIS AND MODELLING: DECISION-SUPPORT AND PLANNING STRATEGIES, 2018, 19 : 93 - 120
  • [9] An agent-based architecture for the information technology management
    Zarour, N
    Seinturier, L
    Boufaida, M
    Estraillier, P
    [J]. PROCEEDINGS OF THE 2000 IEEE INTERNATIONAL CONFERENCE ON MANAGEMENT OF INNOVATION AND TECHNOLOGY, VOLS 1 AND 2: MANAGEMENT IN THE 21ST CENTURY, 2000, : 738 - 742
  • [10] An Agent-Based architecture in geographical information system
    Tang, C
    Feng, S
    Qiu, RD
    Xu, LD
    [J]. PROCEEDINGS OF THE 2001 AMERICAN CONTROL CONFERENCE, VOLS 1-6, 2001, : 912 - 917